Raffaele Perego

Orcid: 0000-0001-7189-4724

Affiliations:
  • National Research Council, Italy


According to our database1, Raffaele Perego authored at least 240 papers between 1992 and 2024.

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Bibliography

2024
Caching Historical Embeddings in Conversational Search.
ACM Trans. Web, November, 2024

Early Exit Strategies for Approximate k-NN Search in Dense Retrieval.
CoRR, 2024

Understanding and Addressing Gender Bias in Expert Finding Task.
CoRR, 2024

Leveraging Topic Specificity and Social Relationships for Expert Finding in Community Question Answering Platforms.
CoRR, 2024

SE-PQA: Personalized Community Question Answering.
Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

Dimension Importance Estimation for Dense Information Retrieval.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

CAMEO: Fostering Joint Conversational Search and Recommendation.
Proceedings of the 32nd Symposium of Advanced Database Systems, 2024

Improving RAG Systems via Sentence Clustering and Reordering.
Proceedings of the Workshop Information Retrieval's Role in RAG Systems (IR-RAG 2024) co-located with the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2024), 2024

LongDoc Summarization using Instruction-tuned Large Language Models for Food Safety Regulations.
Proceedings of the 14th Italian Information Retrieval Workshop, 2024

The CAMEO Project: A Holistic View for Conversational Agents.
Proceedings of the 14th Italian Information Retrieval Workshop, 2024

SE-PQA: StackExchange Personalized Community Question Answering.
Proceedings of the 14th Italian Information Retrieval Workshop, 2024

Turning on a DIME: Estimating Dimension Importance for Dense Information Retrieval.
Proceedings of the 14th Italian Information Retrieval Workshop, 2024

Learning to Rank for Non Independent and Identically Distributed Datasets.
Proceedings of the 2024 ACM SIGIR International Conference on Theory of Information Retrieval, 2024

MQTT-Chain: An MQTT approach using blockchain and smart contracts to achieve a new Quality of Service level.
Proceedings of the 11th International Conference on Future Internet of Things and Cloud, 2024

DESIRE-ME: Domain-Enhanced Supervised Information Retrieval Using Mixture-of-Experts.
Proceedings of the Advances in Information Retrieval, 2024

Towards Robust Expert Finding in Community Question Answering Platforms.
Proceedings of the Advances in Information Retrieval, 2024

Early Exit Strategies for Approximate <i>k</i>-NN Search in Dense Retrieval.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023
SE-PEF: a Resource for Personalized Expert Finding.
Dataset, September, 2023

Social search: Retrieving information in Online Social platforms - A survey.
Online Soc. Networks Media, July, 2023

SE-PQA: a Resource for Personalized Community Question Answering.
Dataset, May, 2023

SE-PQA: a Resource for Personalized Community Question Answering.
Dataset, May, 2023

SE-PQA: Personalized Community Question Answering.
CoRR, 2023

Early Exit Strategies for Learning-to-Rank Cascades.
IEEE Access, 2023

Commonsense Injection in Conversational Systems: An Adaptable Framework for Query Expansion.
Proceedings of the IEEE International Conference on Web Intelligence and Intelligent Agent Technology, 2023

Rewriting Conversational Utterances with Instructed Large Language Models.
Proceedings of the IEEE International Conference on Web Intelligence and Intelligent Agent Technology, 2023

A Geometric Framework for Query Performance Prediction in Conversational Search.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

SE-PEF: a Resource for Personalized Expert Finding.
Proceedings of the Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region, 2023

A Spatial Approach to Predict Performance of Conversational Search Systems.
Proceedings of the 13th Italian Information Retrieval Workshop (IIR 2023), 2023

TrajParquet: A Trajectory-Oriented Column File Format for Mobility Data Lakes.
Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

GAM Forest Explanation.
Proceedings of the Proceedings 26th International Conference on Extending Database Technology, 2023

Post-hoc Selection of Pareto-Optimal Solutions in Search and Recommendation.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Can Embeddings Analysis Explain Large Language Model Ranking?
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022
MAT-Index: An index for fast multiple aspect trajectory similarity measuring.
Trans. GIS, 2022

Dynamic hard pruning of Neural Networks at the edge of the internet.
J. Netw. Comput. Appl., 2022

Context Propagation in Conversational Search Utterances Participation of the CNR Team in CAsT 2022.
Proceedings of the Thirty-First Text REtrieval Conference, 2022

ILMART: Interpretable Ranking with Constrained LambdaMART.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

The Istella22 Dataset: Bridging Traditional and Neural Learning to Rank Evaluation.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Improving Conversational Evaluation via a Dependency-Aware Permutation Strategy.
Proceedings of the 30th Italian Symposium on Advanced Database Systems, 2022

A Federated Cloud Solution for Transnational Mobility Data Sharing.
Proceedings of the 30th Italian Symposium on Advanced Database Systems, 2022

Interpretable Ranking Using LambdaMART (Abstract).
Proceedings of the 12th Italian Information Retrieval Workshop 2022, 2022

Energy-Efficient Ranking on FPGAs through Ensemble Model Compression (Abstract).
Proceedings of the 12th Italian Information Retrieval Workshop 2022, 2022

A Comprehensive Dataset for Modern Learning to Rank Solutions (Abstract).
Proceedings of the 12th Italian Information Retrieval Workshop 2022, 2022

Ensemble Model Compression for Fast and Energy-Efficient Ranking on FPGAs.
Proceedings of the Advances in Information Retrieval, 2022

A Dependency-Aware Utterances Permutation Strategy to Improve Conversational Evaluation.
Proceedings of the Advances in Information Retrieval, 2022

2021
Weighting Passages Enhances Accuracy.
ACM Trans. Inf. Syst., 2021

Compressed Indexes for Fast Search of Semantic Data.
IEEE Trans. Knowl. Data Eng., 2021

Report on the 43rd european conference on information retrieval (ECIR 2021).
SIGIR Forum, 2021

Efficient traversal of decision tree ensembles with FPGAs.
J. Parallel Distributed Comput., 2021

Speed prediction in large and dynamic traffic sensor networks.
Inf. Syst., 2021

Adaptive utterance rewriting for conversational search.
Inf. Process. Manag., 2021

Finding Context through Utterance Dependencies in Search Conversations - Participation of the CNR Team in CAsT 2021.
Proceedings of the Thirtieth Text REtrieval Conference, 2021

Hierarchical Dependence-aware Evaluation Measures for Conversational Search.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Learning Early Exit Strategies for Additive Ranking Ensembles.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

A novel similarity measure for multiple aspect trajectory clustering.
Proceedings of the SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, 2021

Compressed Indexes for Fast Search of Semantic Data (Extended Abstract).
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Cloud and Data Federation in MobiDataLab.
Proceedings of the FRAME@HPDC 2021: Proceedings of the 1st Workshop on Flexible Resource and Application Management on the Edge, 2021

A Co-occurrence Based Approach for Mining Overlapped Co-clusters in Binary Data.
Proceedings of the Intelligent Systems - 10th Brazilian Conference, 2021

2020
RankEval: Evaluation and investigation of ranking models.
SoftwareX, 2020

Transitioning the information retrieval literature to a fully open access model.
SIGIR Forum, 2020

Boosting learning to rank with user dynamics and continuation methods.
Inf. Retr. J., 2020

Topical result caching in web search engines.
Inf. Process. Manag., 2020

Leveraging feature selection to detect potential tax fraudsters.
Expert Syst. Appl., 2020

Topical Enrichment of Conversational Search Utterances: Participation of the HPCLab-CNR Team in CAsT 2020.
Proceedings of the Twenty-Ninth Text REtrieval Conference, 2020

Topic Propagation in Conversational Search.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Expansion via Prediction of Importance with Contextualization.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Training Curricula for Open Domain Answer Re-Ranking.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Efficient Document Re-Ranking for Transformers by Precomputing Term Representations.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Query-level Early Exit for Additive Learning-to-Rank Ensembles.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Improving Learning to Rank By Leveraging User Dynamics and Continuation Methods.
Proceedings of the 28th Italian Symposium on Advanced Database Systems, 2020

2019
Parallel Traversal of Large Ensembles of Decision Trees.
IEEE Trans. Parallel Distributed Syst., 2019

Event attendance classification in social media.
Inf. Process. Manag., 2019

Enhanced News Retrieval: Passages Lead the Way!
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

2018
Crowdsourced Social Data for Recommending Tourist Itineraries.
Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

Boosting Ride Sharing With Alternative Destinations.
IEEE Trans. Intell. Transp. Syst., 2018

X-CLEaVER: Learning Ranking Ensembles by Growing and Pruning Trees.
ACM Trans. Intell. Syst. Technol., 2018

The Dagstuhl Perspectives Workshop on Performance Modeling and Prediction.
SIGIR Forum, 2018

Item-driven group formation.
Online Soc. Networks Media, 2018

Dataset Popularity Prediction for Caching of CMS Big Data.
J. Grid Comput., 2018

From Evaluating to Forecasting Performance: How to Turn Information Retrieval, Natural Language Processing and Recommender Systems into Predictive Sciences (Dagstuhl Perspectives Workshop 17442).
Dagstuhl Manifestos, 2018

SEL: A unified algorithm for salient entity linking.
Comput. Intell., 2018

Selective Gradient Boosting for Effective Learning to Rank.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Efficient and Effective Query Expansion for Web Search.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Continuation Methods and Curriculum Learning for Learning to Rank.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Analysing Trajectories of Mobile Users: From Data Warehouses to Recommender Systems.
Proceedings of the A Comprehensive Guide Through the Italian Database Research Over the Last 25 Years., 2018

2017
Report on LEARNER 2017: 1st International Workshop on LEARning Next gEneration Rankers.
SIGIR Forum, 2017

Perception of social phenomena through the multidimensional analysis of online social networks.
Online Soc. Networks Media, 2017

X-DART: Blending Dropout and Pruning for Efficient Learning to Rank.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

RankEval: An Evaluation and Analysis Framework for Learning-to-Rank Solutions.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

On Including the User Dynamic in Learning to Rank.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Social Media Image Recognition for Food Trend Analysis.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Exploiting photo location and direction for clustering-based points-of-interest discovery.
Proceedings of the Symposium on Applied Computing, 2017

QuickScorer: Efficient Traversal of Large Ensembles of Decision Trees.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

Popularity-Based Caching of CMS Datasets.
Proceedings of the Parallel Computing is Everywhere, 2017

Multicore/Manycore Parallel Traversal of Large Forests of Regression Trees.
Proceedings of the 2017 International Conference on High Performance Computing & Simulation, 2017

The Impact of Negative Samples on Learning to Rank.
Proceedings of the 1st International Workshop on LEARning Next gEneration Rankers co-located with the 3rd ACM International Conference on the Theory of Information Retrieval (ICTIR 2017), 2017

LEARning Next gEneration Rankers (LEARNER 2017).
Proceedings of the ACM SIGIR International Conference on Theory of Information Retrieval, 2017

Exploring Social Media for Event Attendance.
Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31, 2017

2016
Fast Ranking with Additive Ensembles of Oblivious and Non-Oblivious Regression Trees.
ACM Trans. Inf. Syst., 2016

Data-Driven Information Retrieval.
SIGIR Forum, 2016

Quality versus efficiency in document scoring with learning-to-rank models.
Inf. Process. Manag., 2016

Fast Traversal of Large Ensembles of Regression Trees.
ERCIM News, 2016

Exploiting CPU SIMD Extensions to Speed-up Document Scoring with Tree Ensembles.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Post-Learning Optimization of Tree Ensembles for Efficient Ranking.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

The ComeWithMe System for Searching and Ranking Activity-Based Carpooling Rides.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Polarized User and Topic Tracking in Twitter.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Activity-based Carpooling with ComeWithMe.
Proceedings of the 24th Italian Symposium on Advanced Database Systems, 2016

Ranking Documents Effciently with QuickScorer.
Proceedings of the 24th Italian Symposium on Advanced Database Systems, 2016

Group Finder: An Item-Driven Group Formation Framework.
Proceedings of the IEEE 17th International Conference on Mobile Data Management, 2016

Searching and Ranking Activity-based Carpooling Ride.
Proceedings of the 7th Italian Information Retrieval Workshop, 2016

User-Item Group Formation with GroupFinder.
Proceedings of the 7th Italian Information Retrieval Workshop, 2016

Speeding-up Document Scoring with Tree Ensembles using CPU SIMD Extensions.
Proceedings of the 7th Italian Information Retrieval Workshop, 2016

Post-Learning Optimization of Tree Ensembles.
Proceedings of the 7th Italian Information Retrieval Workshop, 2016

GPU-based Parallelization of QuickScorer to Speed-up Document Ranking with Tree Ensembles.
Proceedings of the 7th Italian Information Retrieval Workshop, 2016

Fast Feature Selection for Learning to Rank.
Proceedings of the 2016 ACM on International Conference on the Theory of Information Retrieval, 2016

SEL: A Unified Algorithm for Entity Linking and Saliency Detection.
Proceedings of the 2016 ACM Symposium on Document Engineering, 2016

Evaluating Top-K Approximate Patterns via Text Clustering.
Proceedings of the Big Data Analytics and Knowledge Discovery, 2016

Sentiment-enhanced multidimensional analysis of online social networks: Perception of the mediterranean refugees crisis.
Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

2015
Planning sightseeing tours using crowdsensed trajectories.
ACM SIGSPATIAL Special, 2015

On planning sightseeing tours with TripBuilder.
Inf. Process. Manag., 2015

MIDAS: a cloud platform for SOA testing as a service.
Int. J. High Perform. Comput. Netw., 2015

QuickScorer: A Fast Algorithm to Rank Documents with Additive Ensembles of Regression Trees.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

Speeding up Document Ranking with Rank-based Features.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

Electoral Predictions with Twitter: A Machine-Learning approach.
Proceedings of the 6th Italian Information Retrieval Workshop, 2015

Entity Linking on Philosophical Documents.
Proceedings of the 6th Italian Information Retrieval Workshop, 2015

QuickRank: a C++ Suite of Learning to Rank Algorithms.
Proceedings of the 6th Italian Information Retrieval Workshop, 2015

Scaling up the Mining of Semantically-enriched Trajectories: TripBuilder at the World Level.
Proceedings of the 6th Italian Information Retrieval Workshop, 2015

Supervised Evaluation of Top-k Itemset Mining Algorithms.
Proceedings of the Big Data Analytics and Knowledge Discovery, 2015

2014
A Unifying Framework for Mining Approximate Top- \(k\) Binary Patterns.
IEEE Trans. Knowl. Data Eng., 2014

Dexter 2.0 - an Open Source Tool for Semantically Enriching Data.
Proceedings of the ISWC 2014 Posters & Demonstrations Track a track within the 13th International Semantic Web Conference, 2014

A SOA Testing Platform on the Cloud: The MIDAS Experience.
Proceedings of the 2014 International Conference on Intelligent Networking and Collaborative Systems, 2014

TripBuilder: A Tool for Recommending Sightseeing Tours.
Proceedings of the Advances in Information Retrieval, 2014

Manual Annotation of Semi-Structured Documents for Entity-Linking.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Recommender Systems.
Proceedings of the Mining User Generated Content., 2014

2013
Discovering tasks from search engine query logs.
ACM Trans. Inf. Syst., 2013

InGeoCloudS: A Cloud-Based Platform for Sharing Geodata Across Europe.
ERCIM News, 2013

Query Processing in Highly-Loaded Search Engines.
Proceedings of the String Processing and Information Retrieval, 2013

When entities meet query recommender systems: semantic search shortcuts.
Proceedings of the 28th Annual ACM Symposium on Applied Computing, 2013

Modeling and predicting the task-by-task behavior of search engine users.
Proceedings of the Open research Areas in Information Retrieval, 2013

On Suggesting Entities as Web Search Queries.
Proceedings of the 4th Italian Information Retrieval Workshop, 2013

Dexter: an open source framework for entity linking.
Proceedings of the ESAIR'13, 2013

Learning relatedness measures for entity linking.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Load-sensitive selective pruning for distributed search.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Where shall we go today?: planning touristic tours with tripbuilder.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012
Similarity caching in large-scale image retrieval.
Inf. Process. Manag., 2012

Generating suggestions for queries in the long tail with an inverted index.
Inf. Process. Manag., 2012

Efficient query recommendations in the long tail via center-piece subgraphs.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

How Random Walks Can Help Tourism.
Proceedings of the Advances in Information Retrieval, 2012

You should read this! let me explain you why: explaining news recommendations to users.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011
Efficient Diversification of Web Search Results.
Proc. VLDB Endow., 2011

Discovering Europeana Users' Search Behavior.
ERCIM News, 2011

Efficient diversification of search results using query logs.
Proceedings of the 20th International Conference on World Wide Web, 2011

Recommendations for the long tail by term-query graph.
Proceedings of the 20th International Conference on World Wide Web, 2011

Identifying task-based sessions in search engine query logs.
Proceedings of the Forth International Conference on Web Search and Web Data Mining, 2011

Caching query-biased snippets for efficient retrieval.
Proceedings of the EDBT 2011, 2011

Representing Document Lengths with Identifiers.
Proceedings of the Advances in Information Retrieval, 2011

2010
Tuning the capacity of search engines: Load-driven routing and incremental caching to reduce and balance the load.
ACM Trans. Inf. Syst., 2010

Building a web-scale image similarity search system.
Multim. Tools Appl., 2010

On Using Query Logs for Static Index Pruning.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence, 2010

Incremental Algorithms for Effective and Efficient Query Recommendation.
Proceedings of the String Processing and Information Retrieval, 2010

Gossip Communities: Collaborative Filtering Through Peer-to-Peer Overlays (Extended Abstract).
Proceedings of the Eighteenth Italian Symposium on Advanced Database Systems, 2010

Mining Top-K Patterns from Binary Datasets in Presence of Noise.
Proceedings of the SIAM International Conference on Data Mining, 2010

A generative pattern model for mining binary datasets.
Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

The effects of time on query flow graph-based models for query suggestion.
Proceedings of the Recherche d'Information Assistée par Ordinateur, 2010

Refreshing Models to Provide Timely Query Recommendations.
Proceedings of the IIR 2010, 2010

Detecting Task-Based Query Sessions Using Collaborative Knowledge.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology - Workshops, Toronto, Canada, August 31, 2010

Scheduling and Load Balancing.
Proceedings of the Euro-Par 2010 - Parallel Processing, 16th International Euro-Par Conference, Ischia, Italy, August 31, 2010

An Incremental Prefix Filtering Approach for the All Pairs Similarity Search Problem.
Proceedings of the Advances in Web Technologies and Applications, 2010

2009
A constraint-based querying system for exploratory pattern discovery.
Inf. Syst., 2009

CoPhIR: a Test Collection for Content-Based Image Retrieval
CoRR, 2009

Search shortcuts: driving users towards their goals.
Proceedings of the 18th International Conference on World Wide Web, 2009

Search shortcuts using click-through data.
Proceedings of the 2009 workshop on Web Search Click Data, 2009

Entry Pairing in Inverted File.
Proceedings of the Web Information Systems Engineering, 2009

Peer-to-Peer Clustering of Web-browsing Users.
Proceedings of the 7th Workshop on Large-Scale Distributed Systems for Information Retrieval, 2009

Caching Algorithms for Similarity Search.
Proceedings of the Seventeenth Italian Symposium on Advanced Database Systems, 2009

Search shortcuts: a new approach to the recommendation of queries.
Proceedings of the 2009 ACM Conference on Recommender Systems, 2009

Searching 100M Images by Content Similarity.
Proceedings of the Post-proceedings of the Fifth Italian Research Conference on Digital Libraries, 2009

Caching content-based queries for robust and efficient image retrieval.
Proceedings of the EDBT 2009, 2009

Aging effects on query flow graphs for query suggestion.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008
Crawling, Indexing, and Similarity Searching Images on the Web.
Proceedings of the Sixteenth Italian Symposium on Advanced Database Systems, 2008

(Query) History Teaches Everything, Including the Future.
Proceedings of the Latin American Web Conference, 2008

InfoScale 2008: The Third International ICST Conference on Scalable Information Systems.
Proceedings of the 3rd International ICST Conference on Scalable Information Systems, 2008

A metric cache for similarity search.
Proceedings of the Proceeding of the 2008 ACM Workshop on Large-Scale Distributed Systems for Information Retrieval, 2008

2007
The SAPIR Project: Executing A/V Complex Queries in Peer-to-Peer Systems.
ERCIM News, 2007

Load-balancing and caching for collection selection architectures.
Proceedings of the 2nf International Conference on Scalable Information Systems, 2007

Mining query logs to optimize index partitioning in parallel web search engines.
Proceedings of the 2nf International Conference on Scalable Information Systems, 2007

Parallel Mining of Frequent Closed Patterns: Harnessing Modern Computer Architectures.
Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

2006
Boosting the performance of Web search engines: Caching and prefetching query results by exploiting historical usage data.
ACM Trans. Inf. Syst., 2006

Fast and Memory Efficient Mining of Frequent Closed Itemsets.
IEEE Trans. Knowl. Data Eng., 2006

Mining frequent closed itemsets out-of-core.
Proceedings of the Sixth SIAM International Conference on Data Mining, 2006

On Interactive Pattern Mining from Relational Databases.
Proceedings of the Knowledge Discovery in Inductive Databases, 5th International Workshop, 2006

ConQueSt: a Constraint-based Querying System for Exploratory Pattern Discovery.
Proceedings of the 22nd International Conference on Data Engineering, 2006

2005
Mining Frequent Closed Itemsets from Distributed Repositories.
Proceedings of the First Workshop on Knowledge and Data Management in GRIDs, 2005

2004
Design of a Parallel and Distributed Web Search Engine
CoRR, 2004

Assigning identifiers to documents to enhance the clustering property of fulltext indexes.
Proceedings of the SIGIR 2004: Proceedings of the 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2004

Assigning Document Identifiers to Enhance Compressibility of Fulltext Indices.
Proceedings of the Twelfth Italian Symposium on Advanced Database Systems, 2004

Assigning document identifiers to enhance compressibility of Web Search Engines indexes.
Proceedings of the 2004 ACM Symposium on Applied Computing (SAC), 2004

Statistical properties of transactional databases.
Proceedings of the 2004 ACM Symposium on Applied Computing (SAC), 2004

A new algorithm for gap constrained sequence mining.
Proceedings of the 2004 ACM Symposium on Applied Computing (SAC), 2004

WINGS: A Parallel Indexer for Web Contents.
Proceedings of the Computational Science, 2004

WebDocs: a real-life huge transactional dataset.
Proceedings of the FIMI '04, 2004

kDCI: on using direct count up to the third iteration.
Proceedings of the FIMI '04, 2004

DCI Closed: A Fast and Memory Efficient Algorithm to Mine Frequent Closed Itemsets.
Proceedings of the FIMI '04, 2004

Topic 3: Scheduling and Load Balancing.
Proceedings of the Euro-Par 2004 Parallel Processing, 2004

A Highly Scalable Parallel Caching System for Web Search Engine Results.
Proceedings of the Euro-Par 2004 Parallel Processing, 2004

2003
A Hybrid Strategy for Caching Web Search Engine Results.
Proceedings of the Twelfth International World Wide Web Conference - Posters, 2003

AssistConf: a Grid configuration tool for the ASSIST parallel programming environment.
Proceedings of the 11th Euromicro Workshop on Parallel, 2003

Multi-FPGA Systems Synthesis by Means of Evolutionary Computation.
Proceedings of the Genetic and Evolutionary Computation, 2003

kDCI: a Multi-Strategy Algorithm for Mining Frequent Sets.
Proceedings of the FIMI '03, 2003

2002
An Efficient Parallel and Distributed Algorithm for Counting Frequent Sets.
Proceedings of the High Performance Computing for Computational Science, 2002

Adaptive and Resource-Aware Mining of Frequent Sets.
Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002

Scheduling High Performance Data Mining Tasks on a Data Grid Environment.
Proceedings of the Euro-Par 2002, 2002

2001
A hybrid heuristic for the traveling salesman problem.
IEEE Trans. Evol. Comput., 2001

Integrating HPF in a Skeleton Based Parallel Language.
Proceedings of the Ninth Euromicro Workshop on Parallel and Distributed Processing, 2001

A Parallel Compact Genetic Algorithm for Multi-FPGA Partitioning.
Proceedings of the Ninth Euromicro Workshop on Parallel and Distributed Processing, 2001

A Parallel Hybrid Heuristic for the TSP.
Proceedings of the Applications of Evolutionary Computing, 2001

Enhancing the Apriori Algorithm for Frequent Set Counting.
Proceedings of the Data Warehousing and Knowledge Discovery, 2001

2000
Mixed data and task parallelism with HPF and PVM.
Clust. Comput., 2000

Coordinating HPF Programs to Mix Task and Data Parallelism.
Proceedings of the Applied Computing 2000, 2000

Integrating task and data parallelism with taskHPF.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2000

PQE HPF-a library for exploiting the capabilities of a PQE-1 heterogeneous parallel architecture.
Proceedings of the Eight Euromicro Workshop on Parallel and Distributed Processing, 2000

Implementation Issues in the Design of I/O Intensive Data Mining Applications on Clusters of Workstations.
Proceedings of the Parallel and Distributed Processing, 2000

1999
SUPPLE: An efficient run-time support for non-uniform parallel loops.
J. Syst. Archit., 1999

COLTHPF, a run-time support for the high-level co-ordination of HPF tasks.
Concurr. Pract. Exp., 1999

1998
A mapping heuristic for minimizing network contention.
J. Syst. Archit., 1998

A Comparison of Implementation Strategies for Nonuniform Data-Parallel Computations.
J. Parallel Distributed Comput., 1998

Parallel Genetic Algorithms for Hypercube Machines.
Proceedings of the Vector and Parallel Processing, 1998

An MPI-based Run-Time Support to Coordinate HPF Tasks.
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 1998

A Coordination Layer for Exploiting Task Parallelism with HPF.
Proceedings of the Languages, 1998

Scheduling Data-Parallel Computations on Heterogeneous and Time-Shared Environments.
Proceedings of the Euro-Par '98 Parallel Processing, 1998

1997
A Support for Non-uniform Parallel Loops and Its Application to a Flame Simulation Code.
Proceedings of the Solving Irregularly Structured Problems in Parallel, 1997

On Designing Genetic Algorithms for Hypercube Machines.
Proceedings of the High-Performance Computing and Networking, 1997

1996
Exploiting partial replication in unbalanced parallel loop scheduling on multicomputer.
Microprocess. Microprogramming, 1996

A Template for Non-Uniform Parallel Loops Based on Dynamic Scheduling and Prefetching Techniques.
Proceedings of the 10th international conference on Supercomputing, 1996

A Load Balancing Strategy for Iterated Parallel Loop Scheduling.
Proceedings of the High-Performance Computing and Networking, 1996

1995
Evaluation of parallelization strategies for an incremental Delaunay triangulator in e<sup>3</sup>.
Concurr. Pract. Exp., 1995

Minimizing network contention for mapping tasks onto massively parallel computers.
Proceedings of the 3rd Euromicro Workshop on Parallel and Distributed Processing (PDP '95), 1995

1993
Parallel rendering of volumetric data set on distributed-memory architectures.
Concurr. Pract. Exp., 1993

Parallel 3D Delauney Triangulation.
Comput. Graph. Forum, 1993

Parallel Data Server Construction Experiences on a Cube-Connected Multicomputer.
Proceedings of the Convegno SEBD'93, 1993

1992
Parallel Volume Visualization on a Hypercube Architecture.
Proceedings of the 1992 Workshop on Volume Visualization, 1992


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